Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-27 1.522696 1.912769 2.440994 3.242495 4.497875 6.537483 10.514878
2025-08-03 1.008493 1.387034 1.982681 3.087978 5.399721 11.216758 36.567998
2025-08-10 0.797325 1.162581 1.798749 3.171573 6.868686 22.159837 461.687480
2025-08-17 0.680935 1.037859 1.711176 3.363727 9.067201 55.434614 NaN
2025-08-24 0.586011 0.919270 1.582368 3.365887 10.885811 150.774203 NaN
2025-08-31 0.506922 0.809719 1.433103 3.215629 11.926639 453.696429 NaN
2025-09-07 0.465054 0.761081 1.399540 3.391289 15.686780 NaN NaN
2025-09-14 0.423427 0.704429 1.330196 3.408401 18.908117 NaN NaN
2025-09-21 0.383873 0.645287 1.239463 3.295733 20.873464 NaN NaN
2025-09-28 0.353165 0.599885 1.172407 3.240263 23.850284 NaN NaN
2025-10-05 0.342216 0.594289 1.205930 3.637071 39.808783 NaN NaN
2025-10-12 0.326348 0.575447 1.199090 3.858803 60.815887 NaN NaN
2025-10-19 0.305425 0.543189 1.149123 3.842188 78.102011 NaN NaN
2025-10-26 0.283029 0.505188 1.075661 3.656890 84.016725 NaN NaN
2025-11-02 0.269673 0.486363 1.055032 3.766620 130.873934 NaN NaN
2025-11-09 0.260199 0.475319 1.055410 4.015264 285.259349 NaN NaN
2025-11-16 0.247258 0.454597 1.021469 4.018164 476.730704 NaN NaN
2025-11-23 0.232441 0.428000 0.964394 3.823938 523.911582 NaN NaN
2025-11-30 0.225472 0.419595 0.964413 4.051132 2574.493190 NaN NaN
2025-12-07 0.216119 0.404448 0.939494 4.073345 17022.985281 NaN NaN
2025-12-14 0.205378 0.384990 0.897145 3.927358 55090.790362 NaN NaN
2025-12-21 0.196458 0.369368 0.865643 3.855712 NaN NaN NaN
2025-12-28 0.194913 0.371926 0.896890 4.371516 NaN NaN NaN